On a New Evidential C-Means Algorithm with Instance-Level Constraints

DOI10.1007/978-3-030-35514-2_6zbMath1440.68303OpenAlexW2993948824MaRDI QIDQ3297802

Jiarui Xie, Violaine Antoine

Publication date: 20 July 2020

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-35514-2_6

zbMATH Keywords

belief functionpairwise constraintssemi-supervised clusteringevidential clusteringinstance-level constraintslabeled data constraints

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (1)

Fast semi-supervised evidential clustering

Uses Software

• UCI-ml
• CECM

Cites Work

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• CECM: constrained evidential \(C\)-means algorithm
• The transferable belief model
• ECM: An evidential version of the fuzzy \(c\)-means algorithm
• Active semi-supervised fuzzy clustering
• A Reflective Newton Method for Minimizing a Quadratic Function Subject to Bounds on Some of the Variables

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